Mozaika The Humanizing Technologies Lab

January 2016

Mariana Damova, PhD

© Copyright Mozaika 2016

Humanizing Technologies Lab

- in operation since May 2013 - subject areas - data science - natural interfaces - human insight - activity areas - R&D and project development consulting for knowledge intense solutions - DaaS (Data as a Service) - Information/data infrastructures for a variety of applications - Natural human-computer interactivity - Voice biometrics - verticals - Business Information, Human Resources Management, Earth Observation, Aerospace, Smart Cities, Cultural Heritage © Copyright Mozaika 2016

Mozaika is an SME and a Research Center

At Mozaika we are trying to leverage data science with natural interfaces to provide solutions tailored to human behavior, attitudes and comprehension

Data Science

Interactivity, Natural Interfaces

Human Insight Mood, Emotion,

Compassion, Intuition, Value Judgements,

Sentiment

Cognitive Systems

Solutions • DaaS offerings

• Industry information

• Human resources management information

• Text Summarization

• Linked open data creation

• Scientific book series

• Electronic books

Services • Knowledge intense solutions • Ontology engineering • Data analysis and analytics • Content management solutions • NLP based solutions • Business solutions • Analytical and information reports • Cultural heritage cataloguing • Project and product development • Business analysis • Project management

R&D • Semantics, discourse • Reasoning • Interactivity – multilingual, multimodal • Image and text • Real-time data analytics • Cognitive architectures – brain/language

Mozaika current offering and expertise

© Copyright Mozaika 2016

Clients and Partners

• Markovski Solutions • Avenza, JANZZ • Nuance Communications • Rittal • Springer Verlag • French Embassy in Bulgaria • Maintec Krones Gruppe • Sensika, Semantic Interactiv • University of Gothenburg • Bulgarian Academy of Sciences • Sofia State University "St. Kliment of Ohrid" • Centre for educational initiatives • ZMDI, Digital Spaces Living Labs • CASTRA, Geocad93 • Ontotext • Novorel • Forschung Direkt

European Projects and Initiatives

EUROPEAN

DATA SCIENCE

ACADEMY

Europeana network

© Copyright Mozaika 2016

Current and completed projects

© Copyright Mozaika 2016

IndustryInform Semantic-based search and recommendation

service for business networking

Data infrastructure based on semantic web technologies and linked data

Current statistics - semantic base of more than 36 million information units - 7 sites from Great Britain, Germany,

Bulgaria – - ~300K companies - model allowing for 50 information

units per company - multilingual company information -

BG, EN, (DE, FR) - user interface in 4 languages – BG,

EN, DE, FR © Copyright Mozaika 2016

Semantic Support for Human Resources Management

- Semantic representation of skills, competences, geographical information, industries relatedness, organizational and personal information - Semantic matching

From a module of the ProfiCV, Markovski Solutions’ system towards DaaS

© Copyright Mozaika 2016

Geo Linked Data Interactive map of the Bulgarian Dialects

http://ibl.bas.bg//bulgarian_dialects/ with IBL - BAS © Copyright Mozaika 2016

Semantic Metadata of Codex Suppraliensis

http://csup.ilit.bas.bg/node/1

with ILI – BAS and DM2E project http://dm2e.eu/

http://data.dm2e.eu/data/html/resourcemap/bas/codsupra/codexsuprasliensis/20150109170547566

Bulgarian medieval manuscript published in Europeana

© Copyright Mozaika 2016

Virtual itineraries

http://bulgarianheritage.bulgariana.eu/jspui/handle/pub/624/browse?type=name&submit_browse=%D0%9E%D0%B1%D0%B5%D0%BA%D1%82%D0%B8

3D laser scanned or otherwise portrayed architectural and cultural heritage objects and presented in

interactive stories or itineraries

The shown items are made with Europeana and Geocad93. They are part of Bulgariana collection, currently hosted at Ontotext.

© Copyright Mozaika 2016

Church St George of Kremikovstsi Monastery, from the 15th century

CITYSUMMARIES

with Digital Spaces Living Lab

Real time multi-modal summarization of city experiences and information - trip planning - while visiting - trip memories catcher

mobile and web-based

Smart Cities application

© Copyright Mozaika 2016

Content Management System for French University Programmes in Bulgaria

FUF.BG with French Institute in Bulgaria and Agence Universitaire Francophone

© Copyright Mozaika 2016

Information Management for Aerospace

Small Communication Satellite Mission

• Communications project, aiming to mobilize scientific and industrial effort to build a purely Bulgarian product with international impact

• Satellite based space surveillance and tracking system for the benefit of Europe

Component:

Information and communication (IC) infrastructure for analysis,

processing, archiving and dissemination of data

© Copyright Mozaika 2016

with

• Data infrastructure • Data management • Data analytics • Data processing optimization

Voice Biometrics

• IVR Authentication Use Case

“At VB Bank, my voice is my password”

Carol Foster

ID VERIFIED a

Slide credit: Nuance Communications © Copyright Mozaika 2016

Partner of Nuance Communications

Translation into Bulgarian of

Scientific Book Series

with Springer Verlag © Copyright Mozaika 2016

Experience with Natural Language to Ontology Interoperability

EN FR DE

Who painted Mona Lisa? Qui a paint Mona Lisa? Wer hat Mona Lisa gemahlt?

Who is Mona Lisa’s painter? Qui est le paintre de Mona Lisa? Wer ist der Mahler von Mona Lisa ?

Who created Mona Lisa? Qui a créé Mona Lisa? Wer hat Mona Lisa geschöpft?

Different language Different syntax Different lexicon

Same semantics

Leonardo Mona Lisa

RDF Repository SPARQL

Missing Piece A Multilingual SPARQL-Based Retrieval Interface for Cultural Heritage Objects

Reason-able View Linked Open Data

from the Cultural Heritage domain Gothenburg City Museum

Europeana, DBPedia, CIDOC-CRM

SPARQL End-point

RDF

:Painter :Painting

:painted

Mona Lisa ? rd

f:type

rdf:

typ

e

© Copyright Mozaika 2016

Text and Image

- Association based natural language processing - Sentiment expression - Lexical semantics - Visual lexicon

Project Idea: Capturing human and personal characteristics based on the tags chosen for an image

© Copyright Mozaika 2016

Organizational Structure and Operations

- project teams, interns (12 people) - business model - organic growth - project by project and self-funded © Copyright Mozaika 2016

© Copyright Mozaika 2015

Engineering and Development Emil Stoyanov, PhD Deyan Stoyanov Nikolai Vuchkov Jennya Dobreva Lychezar Jackov Nikolai Unguzov Graphic Design Felix Zentner Business Development and Marketing Kameliya Atanassova Sergi Sergiev Product, Project and Data Management Mariana Damova, PhD

Engineering and Development

Graphic Design

Business Development and Marketing

Product Owner, Project and Data Management

Exemplary Project Team © Copyright Mozaika 2016

© Copyright Mozaika 2015

Contact: Mariana Damova

mariana.damova@mozajka.co www.mozajka.co

Thank you for your attention!